An increase of dada makes data analysis difficult and the systems improvement in performance is hence limited. This paper puts forward an improved data compression algorithm on the basis of researching former algorithms. This algorithm can efficiently compress data, reduce the workload of the system and improve its performance especially in dealing with mass data and real-time applications.